Jury Fish.
How it works · under the hood

A jury of autonomous agents,
deliberating in the open.

You seed a case; Jury Fish releases a panel of juror-agents into a bowl. Each one is its own model call with its own mind — it reads what the others just argued and decides for itself whether to move. No script, no single narrator. Here's the machine.

SWARM · LIVEclaude-opus-4-8ROUND 2 / 3
← DEFENSEPLAINTIFF →
Panel telemetry · round 2
#1 Dana R.
74PLAINTIFF▲+6
#4 Priya N.
82PLAINTIFF▲+4
#2 Ellen K.
55SWING▼-3
#6 Lena M.
48SWING▲+1
#3 Marcus T.
40DEFENSE▲+2
#5 Curtis B.
31DEFENSE▼-5

Motion generated with Higgsfield — image-to-video seeded from the app's own fish geometry.

The pipeline

Five stages, one cast of the net

1SEED

Drop a case file or type the facts, pick your side. The venue sizes the panel — 6, 8, or 12.

2GRAPH

Claude builds a case-ontology graph: parties, the strongest evidence, and the contested issues.

3SWARMyou are here

Every juror becomes its own agent and deliberates across the rounds. Minds actually change.

4REPORT

Votes, damages range, the turning point, where you're vulnerable, and who to seek or strike.

5INTERROGATE

Ask the panel a question; each juror answers in character from its final state.

Stage 3 · SWARM

One agent per juror. One call per round.

The panel never speaks in a single voice. Each round, every juror gets its own model call — it reads a compact digest of what the others just argued, weighs it against its own story of the case, and returns a new position. All updates commit together at the end of the round, so everyone reads the same board.

SELFIts own state

narrative · lean · confidence · persona

ROOMThe other jurors, last round

each one's lean + a single line of rationale — never their full story

CASEFacts & contested points

the argument, plus the disputed issues pulled from the GRAPH

Returns
{
"narrative": "Liability is clear from the phone, but the disc causation stays shaky given the MRI timing.",
"lean": 40,
"confidence": 63,
"rationale": "Ellen K.'s MRI-timing point reinforces my doubt, though Dana's phone records firm up liability."
}
How a mind changes

Five rules, baked into every juror

The rules are the juror's system prompt — legible, not hidden in code. They reproduce how real jurors move under the story model (Pennington–Hastie): direction is hard to change, confidence gives way first, and holdouts are allowed.

1Sticky direction

A juror only crosses to the other side when the opposing story becomes more coherent than its own — never just because it was outnumbered.

2Confidence moves first

A strong argument usually lowers confidence while the direction holds. Most movement is in how firmly a juror believes, not which way.

3Majority pull, not unanimity

A low-confidence juror drifts toward the room. A high-confidence one can dig in and hold as a lone holdout. Convergence is never forced.

4Event-driven jumps

When a specific fact decisively breaks a juror's story, a large single-round swing is allowed. Movement isn't required to be gradual.

5Concrete rationale

Every move must cite a specific juror by name or a specific fact — never a vague “reconsidered.”

When the water settles

A report you can interrogate

Prediction report

Plaintiff vs. defense votes against your venue's verdict rule, a damages range, the turning point, and where your argument is weakest.

Voir dire targeting

The juror profile to seek and the one to strike — demographics and attitudes, tied to this case.

Interrogate the panel

Ask a what-if and every juror answers in character from its final story and last rationale — not a fresh guess.

Seed a case. Watch the school decide.

It runs in minutes, and no two casts land the same way.

Join the free beta →See pricing

Jury Fish produces simulated reactions for argument testing only. It is not legal advice and not a prediction of any real jury, panel, or verdict.